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Disambiguation of "Hyvärinen, Aapo"

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Robust contrastive learning and nonlinear ICA in the presence of outliers.

, , , and . CoRR, (2019)

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Finding a causal ordering via independent component analysis, , , and . Computational Statistics & Data Analysis, 50 (11): 3278--3293 (Jul 20, 2006)A Two-Layer Sparse Coding Model Learns Simple and Complex Cell Receptive Fields and Topography From Natural Images, and . Vision Research, 41 (18): 2413--2423 (2001)Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning., , and . CoRR, (2018)Estimation of Non-Normalized Mixture Models and Clustering Using Deep Representation., and . CoRR, (2018)A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model., , and . CoRR, (2014)Fast and robust fixed-point algorithms for independent component analysis.. IEEE Trans. Neural Networks, 10 (3): 626-634 (1999)Discovery of Linear Non-Gaussian Acyclic Models in the Presence of Latent Classes., and . ICONIP (1), volume 4984 of Lecture Notes in Computer Science, page 752-761. Springer, (2007)Dynamics of retinotopic spatial attention revealed by multifocal MEG., , and . NeuroImage, (2022)SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling., , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1491-1500. PMLR, (2017)Nonlinear acyclic causal models., and . NIPS Causality: Objectives and Assessment, volume 6 of JMLR Proceedings, page 157-164. JMLR.org, (2010)